Pin-Yu Chen1,2, Jeng-Min Chiou3, Ya-Fang Yang3, Yu-Ting Chen3, Yu-Ling Chang4, Yu-Chun Lo1, Yu-Jen Chen1, Yung-Chin Hsu1, and Wen-Yih I. Tseng1,2,5
1Institute of Medical Device and Imaging, National Taiwan University College of Medicine, Taipei, Taiwan, 2Department of Life Science, National Taiwan University, Taipei, Taiwan, 3Institute of Statistical Sciences, Academia Sinica, Taipei, Taiwan, 4Department of Psychology, National Taiwan University, Taipei, Taiwan, 5Molecular Imaging Center, National Taiwan University, Taipei, Taiwan
Synopsis
This study used template-based
diffusion spectrum imaging (DSI) tractography to analyze the microstructural
integrity of commissure fiber tracts, and applied functional data statistics to
analyze the age effect on the tract integrity. The anterior commissure fibers were
highly sensitive to the aging effect across the lifespan. The poster commissure
fibers became sensitive to the aging effect after 60 years old. In contrast,
the age effect of poster commissure fibers appears to occur after age of 60
years old. In conclusion, our study provides evidences for specific degenerative
patterns of the commissure fibers tracts in normal ageing which may serve as a
useful reference for neurodegenerative diseases.Introduction
To estimate the normal ageing effect, the white matter of
the human brain has been segmented into major fiber tracts based on the diffusion
tensor imaging (DTI) data
1. Yet, no diffusion
MRI study has ever investigated the detailed changes in the microstructural
integrity along the commissure fibers tracts. Our hypothesis considered that
the commissure fiber tracts were highly sensitive to aging. This study used template-based
diffusion
spectrum imaging (DSI) tractography to analyze
the microstructural integrity of commissure fiber tracts based on the generalized fractional anisotropy (GFA)
values. We took the GFA profiles as realizations sampled from random
functions and applied functional data analysis to investigate the age effect on
the tract integrity.
Materials & Methods
Subjects The subjects included 63 young healthy right-handed adults and 49 healthy elderly right-handed
adults.
Image Acquisition
MR scanning was performed on a 3T MRI system (Siemens) with a 32 channel head
coil. DSI was acquired using diffusion echo planar imaging sequence, TR/TE = 9600/130ms,
FOV = 200 mm, image matrix size = 80 x 80, and 2.5 mm slice thick. A total of
102 diffusion encoding gradients with the maximum diffusion sensitivity bmax = 4000
s/mm^2 were sampled on the grid points in a half
sphere of the 3D q-space with |q|≤ 3.6 units.
DSI template-based analytical analysis The tract-based automatic analysis (TBAA) method
requires 2 pieces of information, a high quality DSI template and a whole brain
white matter tract atlas
2.
Whole brain white matter tracts were reconstructed on the DSI template using multiple
regions of interest (ROIs) and whole brain seeding. A total of 18 commissure fiber tracts were
reconstructed from 36 ROIs defined in the Automatic Anatomical Labeling system.
Each reconstructed tract was subdivided into multiple steps with even spacing
and the step coordinates along tract bundles were saved as sampling coordinates
3.
GFA profiles analyses We compared the GFA profiles of the 18 tracts between the
young and the elderly groups by the multiple
hypotheses testing evaluating both FDR and FWER
4. Further, we
developed a functional response model incorporating age as the covariate to
examine the ageing effect on the GFA profiles. The fitted age-specific GFA
profiles were at age 20, 30, 40 for the young group and age 60, 70, 80 for the elderly
group.
Results
Fifteen out of the 18 commissure fibers
were selected from the group comparisons test, the first component of which
showed significant group differences (Table 1). The cross-sectional
profiles of GFA values showed that 7 out of the 15 commissure fibers were
highly sensitive to the aging effect (Figure 1). The age curves of the mean GFA
profiles were clearly age-dependent. Among the 7 fiber tracts, the anterior
commissure fibers (Genu, Dorsal Lateral Prefrontal Cortex, Ventral Lateral Prefrontal
Cortex, Anterior Commissure,) displayed obvious aging patters across the lifespan
(Figure 2a). The posterior commissure fibers (Posterior Commissure,
CC hippocampus, CC temporal pole) showed aging effect after 60 years old (Figure
2b).
Discussion
This is the first study to show the
aging patters of the commissure fibers. The anterior commissure fibers are highly
sensitive to the aging effect across the lifespan. The poster commissure fibers
become sensitive to the aging effect after 60 years old. In conclusion, our study
provides specific degenerative patterns of the commissure fibers tracts in normal
ageing which may serve as a useful reference for neurodegenerative diseases.
Acknowledgements
The work is supported in part by Taiwan Ministry
of Science and Technology (grant numbers 99-2410-H-002-262-MY2,
101-2628-H-002-003-MY3, 101-2118-M-001-013-MY3), Academia Sinica, and National
Taiwan University Hospital (grant number VN104-03).References
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